| Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers | Sep 1, 2015 | Decision MakingDialogue Management | —Unverified | 0 |
| Keynote: Graph-based Approaches for Spoken Language Understanding | Sep 1, 2015 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| Learning Domain-Independent Dialogue Policies via Ontology Parameterisation | Sep 1, 2015 | Decision MakingDialogue State Tracking | —Unverified | 0 |
| Human-Machine Dialogue as a Stochastic Game | Sep 1, 2015 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents | Sep 1, 2015 | Machine TranslationSpoken Language Understanding | —Unverified | 0 |
| A Model of Zero-Shot Learning of Spoken Language Understanding | Sep 1, 2015 | One-Shot LearningSpoken Dialogue Systems | —Unverified | 0 |
| Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems | Jul 1, 2015 | Slot FillingSpoken Dialogue Systems | —Unverified | 0 |
| Compact Lexicon Selection with Spectral Methods | Jul 1, 2015 | Knowledge GraphsSpoken Language Understanding | —Unverified | 0 |
| A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones | Jul 1, 2015 | Named Entity Recognition (NER)Spoken Language Understanding | —Unverified | 0 |
| Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding | Jul 1, 2015 | Semantic ParsingSpoken Dialogue Systems | —Unverified | 0 |
| Automated morphological analysis of clinical language samples | Jun 1, 2015 | Morphological AnalysisSpoken Language Understanding | —Unverified | 0 |
| Similarity Measures for Quantifying Restrictive and Repetitive Behavior in Conversations of Autistic Children | Jun 1, 2015 | Semantic Textual SimilaritySpoken Language Understanding | —Unverified | 0 |
| Semantic parsing of speech using grammars learned with weak supervision | May 1, 2015 | Language ModellingSemantic Parsing | —Unverified | 0 |
| Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding | May 1, 2015 | Knowledge GraphsSpoken Dialogue Systems | —Unverified | 0 |
| Lexicon-Free Conversational Speech Recognition with Neural Networks | May 1, 2015 | Language ModellingNatural Language Understanding | —Unverified | 0 |
| Applications of Lexicographic Semirings to Problems in Speech and Language Processing | Dec 1, 2014 | Language ModellingPart-Of-Speech Tagging | —Unverified | 0 |
| A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions | Nov 1, 2014 | Spoken Language UnderstandingText Generation | —Unverified | 0 |
| Semantic Kernels for Semantic Parsing | Oct 1, 2014 | Semantic ParsingSemantic Textual Similarity | —Unverified | 0 |
| Invited Talk: IBM Cognitive Computing - An NLP Renaissance! | Oct 1, 2014 | Machine TranslationQuestion Answering | —Unverified | 0 |
| Active Learning in Noisy Conditions for Spoken Language Understanding | Aug 1, 2014 | Active LearningSpoken Language Understanding | —Unverified | 0 |
| Biber Redux: Reconsidering Dimensions of Variation in American English | Aug 1, 2014 | Domain AdaptationInformation Retrieval | —Unverified | 0 |
| A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling | Aug 1, 2014 | Semantic ParsingSpoken Language Understanding | —Unverified | 0 |
| Web-style ranking and SLU combination for dialog state tracking | Jun 1, 2014 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| Detecting linguistic idiosyncratic interests in autism using distributional semantic models | Jun 1, 2014 | Semantic Textual SimilaritySpoken Language Understanding | —Unverified | 0 |
| Information Navigation System Based on POMDP that Tracks User Focus | Jun 1, 2014 | Dialogue ManagementQuestion Answering | —Unverified | 0 |
